Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001820

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004109

distance 0.226 · cross-district

#2 · Gondiacell 4760002014

distance 0.246 · cross-district

#3 · Bhandaracell 4710002931

distance 0.253

#4 · Bhandaracell 4710002094

distance 0.262

#5 · Bhandaracell 4710001263

distance 0.276

#6 · Bhandaracell 4710001709

distance 0.28

#7 · Gondiacell 4760001100

distance 0.284 · cross-district

#8 · Bhandaracell 4710000978

distance 0.287

#9 · Nagpurcell 4840004003

distance 0.288 · cross-district

#10 · Chandrapurcell 4730008988

distance 0.291 · cross-district

#11 · Nagpurcell 4840000779

distance 0.291 · cross-district

#12 · Bhandaracell 4710001956

distance 0.298

#13 · Bhandaracell 4710002272

distance 0.299

#14 · Bhandaracell 4710002230

distance 0.3

#15 · Bhandaracell 4710001928

distance 0.3

#16 · Yavatmalcell 5000006377

distance 0.301 · cross-district

#17 · Gondiacell 4760000803

distance 0.304 · cross-district

#18 · Bhandaracell 4710002276

distance 0.305

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710001820}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.